← 返回 Skills 市场
Data Analysis
作者
rupertnt034
· GitHub ↗
· v1.0.0
· MIT-0
2881
总下载
1
收藏
7
当前安装
1
版本数
在 OpenClaw 中安装
/install rupert-data-analysis
功能描述
Analyze and transform data from multiple formats to generate insights, visualize trends, detect anomalies, and create comprehensive reports.
使用说明 (SKILL.md)
Data Analysis Skill
Overview
Analyze data, generate insights, and create reports.
Capabilities
1. Data Processing
- Parse CSV/JSON/Excel
- Clean and transform data
- Calculate metrics
- Create summaries
2. Visualization
- Suggest chart types
- Generate data stories
- Dashboard layouts
3. Insights
- Trend identification
- Anomaly detection
- Correlation analysis
- Recommendations
4. Reporting
- Automated reports
- Executive summaries
- Presentation outlines
Usage
Commands
analyze this data [data]what trends do you seecreate chart for [data]write summary of [data]suggest improvements
Supported Formats
- CSV
- JSON
- Excel
- Google Sheets
- SQL queries
Metrics Calculated
- Averages
- Percentages
- Growth rates
- Ratios
- Correlations
安全使用建议
This skill appears to be a generic, instruction-only data-analysis helper and is internally coherent. Before installing or using it: 1) Confirm how it will receive data — prefer pasting or uploading datasets rather than granting live access to Google Sheets or databases. 2) If you must connect it to Google Sheets or an SQL database, use least-privilege credentials (read-only, scoped, or temporary) and a test dataset with no PII or secrets. 3) Ask the skill author (or check the runtime/integration) how credentials are handled and whether any external endpoints are contacted. 4) Run it on non-sensitive data first to validate outputs and ensure it doesn't request unnecessary system files or secrets.
功能分析
Type: OpenClaw Skill
Name: rupert-data-analysis
Version: 1.0.0
The skill bundle contains only metadata and a markdown file (SKILL.md) describing standard data analysis capabilities such as parsing CSV/JSON, calculating metrics, and generating reports. There is no executable code, no network activity, and no evidence of prompt injection or malicious instructions.
能力评估
Purpose & Capability
Name and description match the SKILL.md capabilities (parsing CSV/JSON/Excel, visualizations, summaries). Nothing requested (no binaries, env vars, or installs) conflicts with the stated purpose.
Instruction Scope
Runtime instructions are high-level and stay within data analysis. However the SKILL.md lists Google Sheets and SQL queries as supported formats without describing how connections/credentials are handled; the guidance is broad and gives the agent discretion to ask for or request external data access.
Install Mechanism
No install spec and no code files — instruction-only skill. This is lowest-risk from an install standpoint (nothing is written to disk or fetched at install time).
Credentials
The skill declares no required environment variables or credentials, which is proportionate. That said, supporting Google Sheets and SQL implies the potential need for credentials if the agent is asked to connect to those sources; those credentials are not declared here (the skill is underspecified).
Persistence & Privilege
always:false and user-invocable; the skill does not request persistent system presence or elevated privileges and contains no install-time hooks.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install rupert-data-analysis - 安装完成后,直接呼叫该 Skill 的名称或使用
/rupert-data-analysis触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
Initial release of the Data Analysis Skill.
- Parse and process data in CSV, JSON, Excel, Google Sheets, and SQL formats.
- Clean, transform, and summarize datasets.
- Suggest and outline appropriate visualizations and dashboards.
- Detect trends, anomalies, correlations, and generate recommendations.
- Automatically generate reports, summaries, and presentation outlines.
元数据
常见问题
Data Analysis 是什么?
Analyze and transform data from multiple formats to generate insights, visualize trends, detect anomalies, and create comprehensive reports. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 2881 次。
如何安装 Data Analysis?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install rupert-data-analysis」即可一键安装,无需额外配置。
Data Analysis 是免费的吗?
是的,Data Analysis 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Data Analysis 支持哪些平台?
Data Analysis 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Data Analysis?
由 rupertnt034(@rupertnt034)开发并维护,当前版本 v1.0.0。
推荐 Skills